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MLA-C01 · Question #167

MLA-C01 Question #167: Real Exam Question with Answer & Explanation

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Deployment and Orchestration of ML Workflows

Question

A company is training a new ML model to replace a model that is deployed on an Amazon SageMaker AI real-time endpoint. An ML engineer needs to determine the latency and the accuracy of the new model. The ML engineer must evaluate the new model in a production scenario without affecting the users of the existing model. Which solution will meet these requirements?

Options

  • APerform a blue/green deployment with linear traffic shifting.
  • BPerform a blue/green deployment with canary traffic shifting.
  • CPerform a rolling deployment with a rolling batch size of 50% of the current fleet.
  • DPerform shadow testing with a traffic sampling percentage of 100%.

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Topics

#Shadow testing#Model deployment strategies#Real-time inference#Model evaluation
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